Conversation Editor


Client

Conversica

Role

UX / Product Design Lead

Platform

Browser-Based Software

Areas

Research, Design

Conversica is a generative AI company that provides digital AI agents as a B2B service. One of their product features is a Conversation Editor, which allows users to review the different messages these AI agents can send out and change the variables used in that messaging. Conversica was just looking to update this feature to their new branding, but after reviewing existing customer issues, I decided to perform a large redesign and add a couple new features at the same time.

When the preliminary idea was shown to customers, they were literally leaning in and sitting on the edge of their chairs during the presentation. These designs alone reduced churn by 12%, and this is considered Conversica's best launch ever by most customers.

Scope of Work

  • Completely redesign the Conversation Editor feature to fix common customer complaints in the process of updating the look and feel
  • Competitive audits and user research both before designing and during beta launches
  • Write documentation detailing the addition of new features, such as custom message editing and rewrite with AI

Why Take On This Project?

  • The current Conversation Editor was out of date, and we were falling significantly behind our competitors
  • These are features that our customers had been looking forward to for a long time, and the smile on our users' faces when we deliver good features makes all the time put into the project worth it

BEFORE & AFTER

the original design vs the final redesign





Designs

this project was released in several phases over a several month time period. only a small sample of the mockups produced are shown below.

Project Overview

Planning

Competitive Audit User Research

When I was first approached about bringing the Conversation Editor more in line with Conversica's brand, the first thing I did was perform a competitive audit and pull the feedback we had been receiving and saving from customer calls. Even before I reviewed these, I knew I was going to want to perform more of a redesign than I was being asked for, and the findings only confirmed what I was feeling when I was looking at the feature.

Customers had routinely been complaining that the current interface was clunky. They wanted more free form editing and better control over the messages that were being sent out, with many threatening to turn to competitors if we didn't fix this soon. As a designer I didn't see a way this could reasonably scale when it was already a complex feature sitting inside a tiny modal.

Additionally, the competitive audit showed that many of our competitors had already made the move to more robust features that went beyond mere variable insertion into messages. They were offering editing, AI generation of messages, and suggestions within the message. I pitched these ideas to the team, and it immediately was approved.

Phase 1 Design

Mockups & Prototype UX Overview Product Design Figma

I moved swiftly into the design once I had approval for the feature. On the surface, the proposed changes seemed easy. Bring the Conversation Editor into a full page layout instead of modal, add a second option for an editing mode, and make it easier for users to find and edit their variables. All while changing the colors to match our current brand. But the more I looked into the project, the more I realized it was not really so simple. There were many things to consider in the redesign, including but not limited to: I went back and forth with the engineering team, explaining the product vision and seeing what we could do to get there quickly, but the short answer was - there wasn't really a way. The back end was going to have to be upgraded and the database set up in a different way to accommodate all the changes we needed, and that wasn't going to happen anytime soon.

In the end it was decided that Phase 1 would focus only on bringing what we had into the full page layout. This also would give us an opportunity to fully perform a beta test with interested customers on the layout before we made more complex updates. Of course, I couldn't resist pushing for a couple extra things to set us up for future phases.
Before After
Page Placement Small modal that opened on top of a list of conversations Full page layout that both made elements larger and easier to read while providing extra breathing room
Quick Variable Locators Users were not able to find the matching variables within the provided list when they found one in their message Added matching color schemes instead of random, added a hover effect that would assign a drop shadow to all variable locations on the page, "click to locate" when in the message, and basic variable filtering (has / does not have value)
Tooltip Messaging Users would usually have to guess at corresponding items that could be edited on different tabs, like subject lines Descriptive and educational tooltips were added to areas with common incoming user queries in order to cut down on the amount of confusion
Message Box Design Small font, difficult to click into, no visible borders or standard placements for elements A dedicated border and header area, more traditional "email" style look to hint towards editing features, new SMS message styles that looked more like text messages

User Testing

Usability Study User Research

A limited number of customers was invited to participate in a beta study, and we released the feature onto their accounts to test out. We had weekly calls with these customers during the duration of the beta period, collecting feedback from them on how well things were working.

While we got a lot of positive feedback on the new layout and small changes we had made, the most overwhelming thing was what they kept asking - "when is full message editing going to be available?" Customers might have been excited about the variables being easier to find, but they wanted message editing - and more than ever, the continual feedback about needing that was what got us approval for enough time to make that possible.

Phase 2 Design

Mockups & Prototype UX Overview Product Design Figma

When I went to start designing this, I ended up being very grateful that I had set up the page the way I did. There was enough room for me to add a widget to switch back and forth between our standard mode and the new custom editing mode, put in additional action buttons for things like sending tests and rewriting content with AI, and even include some educational content to help our users make smart choices when writing their own copy. This is a list of the updates I was able to make by the end of the project:

Challenges

The biggest challenge our team faced was the way the back end had been set up when this feature was first being created. Scalability had not been top-of-mind, and the entire feature was held together with legacy code that broke if someone so much as looked at it funny. More sprints ended up being spent on technical debt than the true updates we needed to be making, and as a result things that should have taken weeks took months. It was frustrating both for us and our customers, especially when we had to push the release dates a couple times. But in the end we made it there - even if our developers still aren't fond of touching this particular part of the product.

Outcome

Despite the rough start, this ended up being the most successful feature launch Conversica has ever seen. Custom editing was a feature customers had been asking for for years, and our company had never seen so much excitement generated over the launch of a new feature before. We had customers calling and begging to be a part of the beta study for Phase 2, just so they would have early access to message editing. And in the end, it was everything they had ever hoped and dreamed of - and more. We went above and beyond their expectations, and to this day they still bring that up on customer calls.

The best news I've ever gotten! Thank you for listening, Conversica!

Everyone on our team smiles every time they open the conversation editor now - this is a million times better than the last version!

It's so easy to find my variables now...I'm saving literal hours in my week editing messages.


Like what you see? Drop me a line!